Period
to 29 May 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 6 months to 29 May 2020 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > London
6 months to
29 May 2020
Same period 2019 Same period 2018
Rank 504 431 568
Rank change year-on-year -73 +137 -14
Permanent jobs citing Kimball Methodology 121 359 277
As % of all permanent jobs advertised in London 0.32% 0.62% 0.40%
As % of the Processes & Methodologies category 0.34% 0.66% 0.43%
Number of salaries quoted 106 343 229
Median annual salary £61,250 £65,000 £55,000
Median salary % change year-on-year -5.77% +18.18% +1.85%
10th Percentile £41,838 £45,000 £42,500
90th Percentile £87,500 £86,250 £79,000
England median annual salary £55,000 £60,000 £49,000
% change year-on-year -8.33% +22.45% -6.67%

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 35,114 53,986 64,752
As % of all permanent IT jobs advertised in London 93.81% 92.92% 93.23%
Number of salaries quoted 28,247 43,580 52,259
Median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% -
10th Percentile £38,750 £36,250 £35,250
90th Percentile £102,500 £96,250 £93,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Kimball Methodology
Job Vacancy Trend in London

Job postings citing Kimball Methodology as a proportion of all IT jobs advertised in London.

Job vacancy trend for Kimball Methodology in London

Kimball Methodology
Salary Trend in London

3-month moving average salary quoted in jobs citing Kimball Methodology in London.

Salary trend for Kimball Methodology in London

Kimball Methodology
Salary Histogram in London

Salary distribution for jobs citing Kimball Methodology in London over the 6 months to 29 May 2020.

Salary histogram for Kimball Methodology in London

Kimball Methodology
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the London region over the 6 months to 29 May 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -35 22 £55,000 -21.43%
West London +20 8 £70,000 +16.67%
Kimball Methodology
England

For the 6 months to 29 May 2020, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Kimball Methodology.

1 106 (87.60%) SQL
2 102 (84.30%) Data Warehouse
3 87 (71.90%) ETL
4 82 (67.77%) Business Intelligence
5 73 (60.33%) SQL Server Integration Services
6 72 (59.50%) SQL Server
7 60 (49.59%) Python
8 59 (48.76%) Azure
9 54 (44.63%) Data Modelling
10 50 (41.32%) SQL Server Reporting Services
11 41 (33.88%) SQL Server Analysis Services
11 41 (33.88%) Analytics
11 41 (33.88%) Power BI
11 41 (33.88%) Power Platform
12 38 (31.40%) Problem-Solving
13 35 (28.93%) AWS
14 34 (28.10%) Talend
14 34 (28.10%) Microsoft
15 33 (27.27%) T-SQL
15 33 (27.27%) Dimensional Modelling
16 32 (26.45%) C#
17 31 (25.62%) Informatica
18 29 (23.97%) Amazon Redshift
19 27 (22.31%) DevOps
20 26 (21.49%) Microsoft Analysis Services
21 24 (19.83%) Snowflake Schema
22 23 (19.01%) R
23 22 (18.18%) Git (software)
23 22 (18.18%) Data Lake
24 21 (17.36%) Agile Software Development

Kimball Methodology
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (6.61%) Apache Spark
2 3 (2.48%) Oracle SOA Suite
2 3 (2.48%) Oracle Workflow
3 1 (0.83%) Apache
Applications
1 17 (14.05%) Microsoft Excel
2 4 (3.31%) Microsoft Office
Business Applications
1 4 (3.31%) RiskWrite
2 1 (0.83%) SimCorp Dimension
Cloud Services
1 59 (48.76%) Azure
2 41 (33.88%) Power Platform
3 35 (28.93%) AWS
4 21 (17.36%) Azure Data Factory
5 12 (9.92%) Serverless
6 9 (7.44%) GCP
7 8 (6.61%) SaaS
8 7 (5.79%) AWS Lambda
9 6 (4.96%) Amazon Kinesis
9 6 (4.96%) Amazon SQS
10 5 (4.13%) Azure Stack
11 4 (3.31%) Amazon EMR
11 4 (3.31%) Data Lake Analytics
12 1 (0.83%) AWS CodeDeploy
12 1 (0.83%) AWS CodePipeline
Database & Business Intelligence
1 102 (84.30%) Data Warehouse
2 73 (60.33%) SQL Server Integration Services
3 72 (59.50%) SQL Server
4 50 (41.32%) SQL Server Reporting Services
5 41 (33.88%) Power BI
5 41 (33.88%) SQL Server Analysis Services
6 29 (23.97%) Amazon Redshift
7 26 (21.49%) Microsoft Analysis Services
8 24 (19.83%) Snowflake Schema
9 22 (18.18%) Data Lake
10 20 (16.53%) Azure SQL Database
11 18 (14.88%) QlikView
12 16 (13.22%) SQL Server 2017
13 15 (12.40%) Big Data
14 14 (11.57%) Azure SQL Data Warehouse
14 14 (11.57%) Qlik Sense
15 12 (9.92%) Star Schema
16 11 (9.09%) SAP Data Services
17 10 (8.26%) BusinessObjects
17 10 (8.26%) PowerPivot
Development Applications
1 22 (18.18%) Git (software)
2 7 (5.79%) SQL Server Management Studio (SSMS)
2 7 (5.79%) Team Foundation Server
2 7 (5.79%) Visual Studio
3 5 (4.13%) ER Studio
3 5 (4.13%) ERwin
3 5 (4.13%) GDB
3 5 (4.13%) JIRA
3 5 (4.13%) Sourcetree
4 4 (3.31%) Eclipse
4 4 (3.31%) TeamCity
4 4 (3.31%) Visual Studio Code
4 4 (3.31%) Visual Studio Team System
5 1 (0.83%) Jenkins
General
1 19 (15.70%) Finance
2 5 (4.13%) Marketing
3 3 (2.48%) Legal
3 3 (2.48%) Retail
4 2 (1.65%) Advertising
4 2 (1.65%) Front Office
4 2 (1.65%) Games
5 1 (0.83%) Back Office
5 1 (0.83%) Banking
5 1 (0.83%) Law
5 1 (0.83%) Publishing
Job Titles
1 59 (48.76%) Developer
2 32 (26.45%) ETL Developer
3 28 (23.14%) SQL Developer
4 26 (21.49%) Architect
4 26 (21.49%) Business Intelligence Developer
5 23 (19.01%) Data Engineer
6 22 (18.18%) Data Architect
7 17 (14.05%) SSIS Developer
8 12 (9.92%) Senior Business Intelligence Developer
8 12 (9.92%) Senior Developer
9 11 (9.09%) Analyst
9 11 (9.09%) Data Warehouse Developer
9 11 (9.09%) SSRS Developer
10 10 (8.26%) Business Intelligence Analyst
11 9 (7.44%) Azure Engineer
11 9 (7.44%) SQL BI Developer
11 9 (7.44%) T-SQL Developer
12 8 (6.61%) Cloud Developer
12 8 (6.61%) Lead Architect
13 7 (5.79%) Analyst Developer
Libraries, Frameworks & Software Standards
1 16 (13.22%) Kafka
2 12 (9.92%) .NET
3 6 (4.96%) MDX
4 4 (3.31%) Web Services
5 3 (2.48%) JSON
6 2 (1.65%) .NET Core
7 1 (0.83%) Apache Beam
7 1 (0.83%) PySpark
7 1 (0.83%) REST
7 1 (0.83%) XML
Miscellaneous
1 19 (15.70%) Analytical Skills
2 11 (9.09%) Data Structures
3 5 (4.13%) N-Tier
4 4 (3.31%) Greenfield Project
4 4 (3.31%) Management Information System
5 1 (0.83%) Foreign Exchange (FX)
Operating Systems
1 1 (0.83%) Windows
Processes & Methodologies
1 87 (71.90%) ETL
2 82 (67.77%) Business Intelligence
3 54 (44.63%) Data Modelling
4 41 (33.88%) Analytics
5 38 (31.40%) Problem-Solving
6 33 (27.27%) Dimensional Modelling
7 27 (22.31%) DevOps
8 21 (17.36%) Agile Software Development
9 20 (16.53%) Stakeholder Management
10 18 (14.88%) Data Architecture
10 18 (14.88%) Data Integration
10 18 (14.88%) Inmon Methodology
11 17 (14.05%) Unit Testing
12 16 (13.22%) Data Analysis
12 16 (13.22%) Data Engineering
12 16 (13.22%) Microservices
13 15 (12.40%) Data Governance
13 15 (12.40%) Data Science
14 14 (11.57%) E-Commerce
14 14 (11.57%) Mathematics
Programming Languages
1 106 (87.60%) SQL
2 60 (49.59%) Python
3 33 (27.27%) T-SQL
4 32 (26.45%) C#
5 23 (19.01%) R
6 18 (14.88%) Java
7 15 (12.40%) PowerShell
8 11 (9.09%) Data Analysis Expressions (DAX)
9 9 (7.44%) Scala
9 9 (7.44%) VB.NET
10 7 (5.79%) PL/SQL
11 6 (4.96%) VB
12 5 (4.13%) JavaScript
12 5 (4.13%) VB6
12 5 (4.13%) VBA
13 4 (3.31%) U-SQL
14 1 (0.83%) Tcl
14 1 (0.83%) VBScript
Qualifications
1 17 (14.05%) Degree
2 12 (9.92%) Computer Science Degree
3 5 (4.13%) Master's Degree
4 3 (2.48%) Numerate Degree
Quality Assurance & Compliance
1 13 (10.74%) QA
2 10 (8.26%) Data Quality
Vendors
1 34 (28.10%) Microsoft
1 34 (28.10%) Talend
2 31 (25.62%) Informatica
3 20 (16.53%) SAP
4 18 (14.88%) Oracle
5 17 (14.05%) Databricks
5 17 (14.05%) Tableau
6 11 (9.09%) IBM
7 9 (7.44%) Cognos
7 9 (7.44%) Google
7 9 (7.44%) Netezza
8 8 (6.61%) SnapLogic
9 5 (4.13%) Teradata
10 3 (2.48%) Actuate
11 2 (1.65%) Alteryx
12 1 (0.83%) ESRI
12 1 (0.83%) Salesforce.com
12 1 (0.83%) SimCorp
12 1 (0.83%) Sybase